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1.
ArXiv ; 2024 Jun 04.
Artículo en Inglés | MEDLINE | ID: mdl-38827453

RESUMEN

Optimal transport (OT) and the related Wasserstein metric ( W ) are powerful and ubiquitous tools for comparing distributions. However, computing pairwise Wasserstein distances rapidly becomes intractable as cohort size grows. An attractive alternative would be to find an embedding space in which pairwise Euclidean distances map to OT distances, akin to standard multidimensional scaling (MDS). We present Wasserstein Wormhole, a transformer-based autoencoder that embeds empirical distributions into a latent space wherein Euclidean distances approximate OT distances. Extending MDS theory, we show that our objective function implies a bound on the error incurred when embedding non-Euclidean distances. Empirically, distances between Wormhole embeddings closely match Wasserstein distances, enabling linear time computation of OT distances. Along with an encoder that maps distributions to embeddings, Wasserstein Wormhole includes a decoder that maps embeddings back to distributions, allowing for operations in the embedding space to generalize to OT spaces, such as Wasserstein barycenter estimation and OT interpolation. By lending scalability and interpretability to OT approaches, Wasserstein Wormhole unlocks new avenues for data analysis in the fields of computational geometry and single-cell biology. Software is available at http://wassersteinwormhole.readthedocs.io/en/latest/.

2.
Injury ; : 111523, 2024 Apr 09.
Artículo en Inglés | MEDLINE | ID: mdl-38614835

RESUMEN

BACKGROUND: In patients with severe traumatic brain injury (TBI), clinicians must balance preventing venous thromboembolism (VTE) with the risk of intracranial hemorrhagic expansion (ICHE). We hypothesized that low molecular weight heparin (LMWH) would not increase risk of ICHE or VTE as compared to unfractionated heparin (UH) in patients with severe TBI. METHODS: Patients ≥ 18 years of age with isolated severe TBI (AIS ≥ 3), admitted to 24 level I and II trauma centers between January 1, 2014 to December 31, 2020 and who received subcutaneous UH and LMWH injections for chemical venous thromboembolism prophylaxis (VTEP) were included. Primary outcomes were VTE and ICHE after VTEP initiation. Secondary outcomes were mortality and neurosurgical interventions. Entropy balancing (EBAL) weighted competing risk or logistic regression models were estimated for all outcomes with chemical VTEP agent as the predictor of interest. RESULTS: 984 patients received chemical VTEP, 482 UH and 502 LMWH. Patients on LMWH more often had pre-existing conditions such as liver disease (UH vs LMWH 1.7 % vs. 4.4 %, p = 0.01), and coagulopathy (UH vs LMWH 0.4 % vs. 4.2 %, p < 0.001). There were no differences in VTE or ICHE after VTEP initiation. There were no differences in neurosurgical interventions performed. There were a total of 29 VTE events (3 %) in the cohort who received VTEP. A Cox proportional hazards model with a random effect for facility demonstrated no statistically significant differences in time to VTE across the two agents (p = 0.44). The LMWH group had a 43 % lower risk of overall ICHE compared to the UH group (HR = 0.57: 95 % CI = 0.32-1.03, p = 0.062), however was not statistically significant. CONCLUSION: In this multi-center analysis, patients who received LMWH had a decreased risk of ICHE, with no differences in VTE, ICHE after VTEP initiation and neurosurgical interventions compared to those who received UH. There were no safety concerns when using LMWH compared to UH. LEVEL OF EVIDENCE: Level III, Therapeutic Care Management.

3.
AACE Clin Case Rep ; 10(1): 24-26, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38303769

RESUMEN

Background/Objective: Paragangliomas are rare neuroendocrine tumors that primarily arise in the adrenal gland. Head and neck paragangliomas comprise approximately 3% of all extra-adrenal paragangliomas, with a majority of those being found in the carotid body. Recurrent laryngeal nerve paragangliomas are exceedingly rare, with only 2 reported cases found in literature review. Here, we will present the third. Case Report: The patient is a 46-year-old woman with a history of a right thyroid nodule that had been previously biopsied benign with "paucity of diagnostic material." Neck ultrasonography revealed a 7.4 cm nodule that demonstrated interval growth over a 2-year period, so it was recommended to proceed with right thyroid lobectomy and isthmusectomy. During resection, the recurrent laryngeal nerve appeared to "disappear" into the nodule, and it was resected along with the nodule to ensure proper margins. The nerve was reconstructed with an ansa cervicalis interposition graft, and the nodule was sent to pathology. Pathology revealed that the nodule was a 4.8 cm paraganglioma of the recurrent laryngeal nerve. Discussion: Paragangliomas of the head and neck are exceedingly rare. In patients who present with symptoms of dysphagia or dysphonia, further workup, including laryngoscopy and magnetic resonance imaging, could potentially identify and allow for appropriate planning for surgical resection. Conclusion: In rare cases, consideration of paraganglioma as part of the differential for thyroid nodules may assist with planning of surgery but will unlikely alter treatment.

6.
Cureus ; 15(3): e36468, 2023 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-37090413

RESUMEN

BACKGROUND:  Substance abuse poses considerable clinical, economic, and social challenges. West Virginia is hailed as the epicenter of the substance abuse in the United States, the prevalence and pattern of different trauma mechanisms in a rural context or in patients with different forms of substance abuse remain unclear. OBJECTIVE:  We performed the following analysis to understand the prevalence of substance abuse in patients with different trauma mechanisms in the rural setting with high substance abuse in the West Virginia. METHODS:  We performed a cross-sectional retrospective analysis of adult trauma patients (motor vehicle, fall, assault, firearm suicide, brawl/rape and machinery) hospitalized in two tertiary care hospitals in West Virginia between 2006 and 2016. We identified all patients who had a urine drug screen (UDS) test and extracted the data related to the substance and trauma. RESULTS:  Among 8734 patients screened using UDS, 5940 (68.1%) patients were tested positive for the substance. Opiates, alcohol, benzodiazepines, and cannabis were the four most common substances identified in trauma victims. In all instances, the prescribed drug was less than 20%. Fatal outcome was observed in 366 patients in the sample, with 44% (n=162) testing positive for UDS, 12% (n=45) testing positive for only alcohol, and 15% (n=56) testing positive for both alcohol and UDS. Regarding the trauma mechanism, the motor vehicle accident (MVA) was the most prominent with a clear association of substance abuse with fatal outcome. CONCLUSION:  The most prevalent trauma mechanism was a MVA, with a strong link between drug usage and mortality. Due to the high incidence of positive substance abuse screens, UDS tests may need to be more widely implemented in trauma in the West Virginia region. The findings of this study might help in establishing regional or national policies to reduce acute substance abuse.

7.
J Trauma Acute Care Surg ; 95(1): 94-104, 2023 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-37017458

RESUMEN

BACKGROUND: Patients with traumatic brain injury (TBI) are at high risk of venous thromboembolism events (VTE). We hypothesized that early chemical VTE prophylaxis initiation (≤24 hours of a stable head CT) in severe TBI would reduce VTE without increasing risk of intracranial hemorrhage expansion (ICHE). METHODS: A retrospective review of adult patients 18 years or older with isolated severe TBI (Abbreviated Injury Scale score, ≥ 3) who were admitted to 24 Level I and Level II trauma centers from January 1, 2014 to December 31 2020 was conducted. Patients were divided into those who did not receive any VTE prophylaxis (NO VTEP), who received VTE prophylaxis ≤24 hours after stable head CT (VTEP ≤24) and who received VTE prophylaxis >24 hours after stable head CT (VTEP>24). Primary outcomes were VTE and ICHE. Covariate balancing propensity score weighting was utilized to balance demographic and clinical characteristics across three groups. Weighted univariate logistic regression models were estimated for VTE and ICHE with patient group as predictor of interest. RESULTS: Of 3,936 patients, 1,784 met inclusion criteria. Incidences of VTE was significantly higher in the VTEP>24 group, with higher incidences of DVT in the group. Higher incidences of ICHE were observed in the VTEP≤24 and VTEP>24 groups. After propensity score weighting, there was a higher risk of VTE in patients in VTEP >24 compared with those in VTEP≤24 (odds ratio, 1.51; 95% confidence interval, 0.69-3.30; p = 0.307), however was not significant. Although, the No VTEP group had decreased odds of having ICHE compared with VTEP≤24 (odds ratio, 0.75; 95% confidence interval, 0.55-1.02, p = 0.070), the result was not statistically significant. CONCLUSION: In this large multi-center analysis, there were no significant differences in VTE based on timing of initiation of VTE prophylaxis. Patients who never received VTE prophylaxis had decreased odds of ICHE. Further evaluation of VTE prophylaxis in larger randomized studies will be necessary for definitive conclusions. LEVEL OF EVIDENCE: Therapeutic Care Management; Level III.


Asunto(s)
Lesiones Traumáticas del Encéfalo , Tromboembolia Venosa , Adulto , Humanos , Tromboembolia Venosa/epidemiología , Tromboembolia Venosa/etiología , Tromboembolia Venosa/prevención & control , Puntaje de Propensión , Resultado del Tratamiento , Anticoagulantes/uso terapéutico , Lesiones Traumáticas del Encéfalo/complicaciones , Lesiones Traumáticas del Encéfalo/tratamiento farmacológico , Hemorragias Intracraneales/inducido químicamente , Estudios Retrospectivos
8.
Nat Biotechnol ; 40(4): 555-565, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-34795433

RESUMEN

A principal challenge in the analysis of tissue imaging data is cell segmentation-the task of identifying the precise boundary of every cell in an image. To address this problem we constructed TissueNet, a dataset for training segmentation models that contains more than 1 million manually labeled cells, an order of magnitude more than all previously published segmentation training datasets. We used TissueNet to train Mesmer, a deep-learning-enabled segmentation algorithm. We demonstrated that Mesmer is more accurate than previous methods, generalizes to the full diversity of tissue types and imaging platforms in TissueNet, and achieves human-level performance. Mesmer enabled the automated extraction of key cellular features, such as subcellular localization of protein signal, which was challenging with previous approaches. We then adapted Mesmer to harness cell lineage information in highly multiplexed datasets and used this enhanced version to quantify cell morphology changes during human gestation. All code, data and models are released as a community resource.


Asunto(s)
Aprendizaje Profundo , Algoritmos , Curaduría de Datos , Humanos , Procesamiento de Imagen Asistido por Computador/métodos
9.
J Bacteriol ; 202(24)2020 11 19.
Artículo en Inglés | MEDLINE | ID: mdl-32989085

RESUMEN

Lipoprotein transport from the inner to the outer membrane, carried out by the Lol machinery, is essential for the biogenesis of the Gram-negative cell envelope and, consequently, for bacterial viability. Recently, small molecule inhibitors of the Lol system in Escherichia coli have been identified and shown to inhibit the growth of this organism by interfering with the function of the LolCDE complex. Analysis of the transcriptome of E. coli treated with one such molecule (compound 2) revealed that a number of envelope stress response pathways were induced in response to LolCDE inhibition. However, Pseudomonas aeruginosa is refractory to inhibition by the same small molecule, but we could demonstrate that E. colilolCDE could be substituted for the P. aeruginosa orthologues, where it functions in the correct transport of Pseudomonas lipoproteins, and the cells are inhibited by the more potent compound 2A. In the present study, we took advantage of the functionality of E. coli LolCDE in P. aeruginosa and determined the P. aeruginosa transcriptional response to LolCDE inhibition by compound 2A. We identified key genes that responded to LolCDE inhibition and also demonstrated that the same genes appeared to be affected by genetic depletion of the native P. aeruginosa LolCDE proteins. Several of the major changes were in an upregulated cluster of genes that encode determinants of alginate biosynthesis and transport, and the levels of alginate were found to be increased either by treatment with the small molecule inhibitor or upon depletion of native LolCDE. Finally, we tested several antibiotics with differing mechanisms of action to identify potential specific reporter genes for the further development of compounds that would inhibit the native P. aeruginosa Lol system.IMPORTANCE A key set of lipoprotein transport components, LolCDE, were inhibited by both a small molecule as well as genetic downregulation of their expression. The data show a unique signature in the Pseudomonas aeruginosa transcriptome in response to perturbation of outer membrane biogenesis. In addition, we demonstrate a transcriptional response in key genes with marked specificity compared to several antibiotic classes with different mechanisms of action. As a result of this work, we identified genes that could be of potential use as biomarkers in a cell-based screen for novel antibiotic inhibitors of lipoprotein transport in P. aeruginosa.


Asunto(s)
Antibacterianos/farmacología , Lipoproteínas/metabolismo , Pseudomonas aeruginosa/efectos de los fármacos , Pseudomonas aeruginosa/metabolismo , Transcripción Genética/efectos de los fármacos , Proteínas de la Membrana Bacteriana Externa/genética , Proteínas de la Membrana Bacteriana Externa/metabolismo , Regulación Bacteriana de la Expresión Génica/efectos de los fármacos , Lipoproteínas/genética , Transporte de Proteínas/efectos de los fármacos , Pseudomonas aeruginosa/genética
10.
mBio ; 10(2)2019 04 16.
Artículo en Inglés | MEDLINE | ID: mdl-30992347

RESUMEN

Biogenesis of the outer membrane of Gram-negative bacteria depends on dedicated macromolecular transport systems. The LolABCDE proteins make up the machinery for lipoprotein trafficking from the inner membrane (IM) across the periplasm to the outer membrane (OM). The Lol apparatus is additionally responsible for differentiating OM lipoproteins from those for the IM. In Enterobacteriaceae, a default sorting mechanism has been proposed whereby an aspartic acid at position +2 of the mature lipoproteins prevents Lol recognition and leads to their IM retention. In other bacteria, the conservation of sequences immediately following the acylated cysteine is variable. Here we show that in Pseudomonas aeruginosa, the three essential Lol proteins (LolCDE) can be replaced with those from Escherichia coli The P. aeruginosa lipoproteins MexA, OprM, PscJ, and FlgH, with different sequences at their N termini, were correctly sorted by either the E. coli or P. aeruginosa LolCDE. We further demonstrate that an inhibitor of E. coli LolCDE is active against P. aeruginosa only when expressing the E. coli orthologues. Our work shows that Lol proteins recognize a wide range of signals, consisting of an acylated cysteine and a specific conformation of the adjacent domain, determining IM retention or transport to the OM.IMPORTANCE Gram-negative bacteria build their outer membranes (OM) from components that are initially located in the inner membrane (IM). A fraction of lipoproteins is transferred to the OM by the transport machinery consisting of LolABCDE proteins. Our work demonstrates that the LolCDE complexes of the transport pathways of Escherichia coli and Pseudomonas aeruginosa are interchangeable, with the E. coli orthologues correctly sorting the P. aeruginosa lipoproteins while retaining their sensitivity to a small-molecule inhibitor. These findings question the nature of IM retention signals, identified in E. coli as aspartate at position +2 of mature lipoproteins. We propose an alternative model for the sorting of IM and OM lipoproteins based on their relative affinities for the IM and the ability of the promiscuous sorting machinery to deliver lipoproteins to their functional sites in the OM.


Asunto(s)
Proteínas de la Membrana Bacteriana Externa/metabolismo , Membrana Celular/metabolismo , Escherichia coli/genética , Lipoproteínas/metabolismo , Transporte de Proteínas , Pseudomonas aeruginosa/metabolismo , Transportadoras de Casetes de Unión a ATP/genética , Ácido Aspártico/química , Proteínas de la Membrana Bacteriana Externa/genética , Proteínas de Escherichia coli/genética , Lipoproteínas/genética , Pseudomonas aeruginosa/genética
11.
BMJ Case Rep ; 20182018 Mar 07.
Artículo en Inglés | MEDLINE | ID: mdl-29514832

RESUMEN

Metaplastic breast cancer (MBC) in men is an extremely rare entity. MBC is typically very aggressive with a poor prognosis. In men, it has only been reported three times in the literature. We report a 47-year-old man who presented with right-sided breast erythema and nipple inversion. Mammogram revealed a 2.4 cm spiculated mass. Initial pathology was inconclusive; however, right-sided simple mastectomy showed invasive metaplastic carcinoma with adenosquamous histology. He received adjuvant chemotherapy with 4 cycles of dose dense Adriamycin and cyclophosphamide followed by 12 weeks of paclitaxel and chest wall radiation. Although oestrogen receptor status was 1%, tamoxifen was not given due to recent diagnosis of pulmonary embolism. Two years after treatment, he is currently living with no signs of recurrence. This case will serve as a useful addition to the current literature discussing successful diagnosis, treatment and prognosis of a man with MBC.


Asunto(s)
Neoplasias de la Mama Masculina/diagnóstico , Carcinoma Adenoescamoso/diagnóstico , Carcinoma Ductal de Mama/diagnóstico , Quimioterapia Adyuvante , Eritema/patología , Mastectomía , Pezones/patología , Protocolos de Quimioterapia Combinada Antineoplásica , Neoplasias de la Mama Masculina/tratamiento farmacológico , Neoplasias de la Mama Masculina/cirugía , Carcinoma Adenoescamoso/tratamiento farmacológico , Carcinoma Adenoescamoso/cirugía , Carcinoma Ductal de Mama/tratamiento farmacológico , Carcinoma Ductal de Mama/cirugía , Humanos , Inmunohistoquímica , Masculino , Mastectomía/métodos , Persona de Mediana Edad , Inducción de Remisión , Resultado del Tratamiento
12.
Viral Immunol ; 30(7): 479-489, 2017 09.
Artículo en Inglés | MEDLINE | ID: mdl-28614011

RESUMEN

A meta-analysis of CD4+ T cell epitope maps reveals clusters and gaps in envelope-protein (E protein) immunogenicity that can be explained by the likelihood of epitope processing, as determined by E protein three-dimensional structures. Differential processing may be at least partially responsible for variations in disease severity among arbo-flaviruses and points to structural features that modulate protection from disease.


Asunto(s)
Linfocitos T CD4-Positivos/inmunología , Epítopos de Linfocito T/química , Flavivirus/inmunología , Epítopos Inmunodominantes/química , Modelos Inmunológicos , Proteínas del Envoltorio Viral/química , Animales , Linfocitos T CD4-Positivos/metabolismo , Bases de Datos de Proteínas , Mapeo Epitopo , Epítopos de Linfocito T/metabolismo , Antígenos de Histocompatibilidad Clase II/metabolismo , Humanos , Epítopos Inmunodominantes/metabolismo , Unión Proteica , Conformación Proteica , Relación Estructura-Actividad , Proteínas del Envoltorio Viral/inmunología , Proteínas del Envoltorio Viral/metabolismo
13.
J Bacteriol ; 198(23): 3162-3175, 2016 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-27645386

RESUMEN

In Gram-negative bacteria, a dedicated machinery consisting of LolABCDE components targets lipoproteins to the outer membrane. We used a previously identified small-molecule inhibitor of the LolCDE complex of Escherichia coli to assess the global transcriptional consequences of interference with lipoprotein transport. Exposure of E. coli to the LolCDE inhibitor at concentrations leading to minimal and significant growth inhibition, followed by transcriptome sequencing, identified a small group of genes whose transcript levels were decreased and a larger group whose mRNA levels increased 10- to 100-fold compared to those of untreated cells. The majority of the genes whose mRNA concentrations were reduced were part of the flagellar assembly pathway, which contains an essential lipoprotein component. Most of the genes whose transcript levels were elevated encode proteins involved in selected cell stress pathways. Many of these genes are involved with envelope stress responses induced by the mislocalization of outer membrane lipoproteins. Although several of the genes whose RNAs were induced have previously been shown to be associated with the general perturbation of the cell envelope by antibiotics, a small subset was affected only by LolCDE inhibition. Findings from this work suggest that the efficiency of the Lol system function may be coupled to a specific monitoring system, which could be exploited in the development of reporter constructs suitable for use for screening for additional inhibitors of lipoprotein trafficking. IMPORTANCE: Inhibition of the lipoprotein transport pathway leads to E. coli death and subsequent lysis. Early significant changes in the levels of RNA for a subset of genes identified to be associated with some periplasmic and envelope stress responses were observed. Together these findings suggest that disruption of this key pathway can have a severe impact on balanced outer membrane synthesis sufficient to affect viability.


Asunto(s)
Transportadoras de Casetes de Unión a ATP/genética , Proteínas de Escherichia coli/genética , Escherichia coli/metabolismo , Regulación Bacteriana de la Expresión Génica , Lipoproteínas/metabolismo , Transcripción Genética , Transportadoras de Casetes de Unión a ATP/antagonistas & inhibidores , Transportadoras de Casetes de Unión a ATP/metabolismo , Transporte Biológico/efectos de los fármacos , Escherichia coli/efectos de los fármacos , Escherichia coli/genética , Proteínas de Escherichia coli/antagonistas & inhibidores , Proteínas de Escherichia coli/metabolismo , Regulación Bacteriana de la Expresión Génica/efectos de los fármacos , Bibliotecas de Moléculas Pequeñas/farmacología , Transcripción Genética/efectos de los fármacos
15.
J Bacteriol ; 197(10): 1726-34, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-25733621

RESUMEN

UNLABELLED: A high-throughput phenotypic screen based on a Citrobacter freundii AmpC reporter expressed in Escherichia coli was executed to discover novel inhibitors of bacterial cell wall synthesis, an attractive, well-validated target for antibiotic intervention. Here we describe the discovery and characterization of sulfonyl piperazine and pyrazole compounds, each with novel mechanisms of action. E. coli mutants resistant to these compounds display no cross-resistance to antibiotics of other classes. Resistance to the sulfonyl piperazine maps to LpxH, which catalyzes the fourth step in the synthesis of lipid A, the outer membrane anchor of lipopolysaccharide (LPS). To our knowledge, this compound is the first reported inhibitor of LpxH. Resistance to the pyrazole compound mapped to mutations in either LolC or LolE, components of the essential LolCDE transporter complex, which is required for trafficking of lipoproteins to the outer membrane. Biochemical experiments with E. coli spheroplasts showed that the pyrazole compound is capable of inhibiting the release of lipoproteins from the inner membrane. Both of these compounds have significant promise as chemical probes to further interrogate the potential of these novel cell wall components for antimicrobial therapy. IMPORTANCE: The prevalence of antibacterial resistance, particularly among Gram-negative organisms, signals a need for novel antibacterial agents. A phenotypic screen using AmpC as a sensor for compounds that inhibit processes involved in Gram-negative envelope biogenesis led to the identification of two novel inhibitors with unique mechanisms of action targeting Escherichia coli outer membrane biogenesis. One compound inhibits the transport system for lipoprotein transport to the outer membrane, while the other compound inhibits synthesis of lipopolysaccharide. These results indicate that it is still possible to uncover new compounds with intrinsic antibacterial activity that inhibit novel targets related to the cell envelope, suggesting that the Gram-negative cell envelope still has untapped potential for therapeutic intervention.


Asunto(s)
Antibacterianos/aislamiento & purificación , Pared Celular/efectos de los fármacos , Citrobacter freundii/enzimología , Escherichia coli/efectos de los fármacos , Ensayos Analíticos de Alto Rendimiento/métodos , Piperazinas/aislamiento & purificación , Pirazoles/aislamiento & purificación , Antibacterianos/farmacología , Pared Celular/genética , Citrobacter freundii/genética , Farmacorresistencia Bacteriana , Inhibidores Enzimáticos/aislamiento & purificación , Inhibidores Enzimáticos/farmacología , Escherichia coli/genética , Expresión Génica , Genes Reporteros , Piperazinas/farmacología , Pirazoles/farmacología
16.
Antimicrob Agents Chemother ; 59(1): 331-7, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-25348539

RESUMEN

In a previous report (T. J. Dougherty, A. Nayar, J. V. Newman, S. Hopkins, G. G. Stone, M. Johnstone, A. B. Shapiro, M. Cronin, F. Reck, and D. E. Ehmann, Antimicrob Agents Chemother 58:2657-2664, 2014), a novel bacterial type II topoisomerase inhibitor, NBTI 5463, with activity against Gram-negative pathogens was described. First-step resistance mutations in Pseudomonas aeruginosa arose exclusively in the nfxB gene, a regulator of the MexCD-OprJ efflux pump system. The present report describes further resistance studies with NBTI 5463 in both Pseudomonas aeruginosa and Escherichia coli. Second-step mutations in P. aeruginosa arose at aspartate 82 of the gyrase A subunit and led to 4- to 8-fold increases in the MIC over those seen in the parental strain with a first-step nfxB efflux mutation. A third-step mutant showed additional GyrA changes, with no changes in topoisomerase IV. Despite repeated efforts, resistance mutations could not be selected in E. coli. Genetic introduction of the Asp82 mutations observed in P. aeruginosa did not significantly increase the NBTI MIC in E. coli. However, with the aspartate 82 mutation present, it was possible to select second-step mutations in topoisomerase IV that did lead to MIC increases of 16- and 128-fold. As with the gyrase aspartate 82 mutation, the mutations in topoisomerase IV did not by themselves raise the NBTI MIC in E. coli. Only the presence of mutations in both targets of E. coli led to an increase in NBTI MIC values. This represents a demonstration of the value of balanced dual-target activity in mitigating resistance development.


Asunto(s)
Farmacorresistencia Bacteriana/efectos de los fármacos , Escherichia coli/efectos de los fármacos , Morfolinas/farmacología , Naftiridinas/farmacología , Pseudomonas aeruginosa/efectos de los fármacos , Inhibidores de Topoisomerasa II/farmacología , Proteínas Bacterianas/genética , Girasa de ADN/genética , Farmacorresistencia Bacteriana/genética , Escherichia coli/genética , Proteínas de Escherichia coli/genética , Pruebas de Sensibilidad Microbiana , Mutación , Pseudomonas aeruginosa/genética
17.
PLoS One ; 9(8): e105710, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25144312

RESUMEN

Administration of ineffective anticancer therapy is associated with unnecessary toxicity and development of resistant clones. Cancer stem-like cells (CSLCs) resist chemotherapy, thereby causing relapse of the disease. Thus, development of a test that identifies the most effective chemotherapy management offers great promise for individualized anticancer treatments. We have developed an ex vivo chemotherapy sensitivity assay (ChemoID), which measures the sensitivity of CSLCs as well as the bulk of tumor cells to a variety of chemotherapy agents. Two patients, a 21-year old male (patient 1) and a 5-month female (patient 2), affected by anaplastic WHO grade-III ependymoma were screened using the ChemoID assay. Patient 1 was found sensitive to the combination of irinotecan and bevacizumab, which resulted in a prolonged disease progression free period of 18 months. Following recurrence, the combination of various chemotherapy drugs was tested again with the ChemoID assay. We found that benzyl isothiocyanate (BITC) greatly increased the chemosensitivity of the ependymoma cells to the combination of irinotecan and bevacizumab. After patient 1 was treated for two months with irinotecan, bevacizumab and supplements of cruciferous vegetable extracts containing BITC, we observed over 50% tumoral regression in comparison with pre-ChemoID scan as evidenced by MRI. Patient 2 was found resistant to all treatments tested and following 6 cycles of vincristine, carboplatin, cyclophosphamide, etoposide, and cisplatin in various combinations, the tumor of this patient rapidly progressed and proton beam therapy was recommended. As expected animal studies conducted with patient derived xenografts treated with ChemoID screened drugs recapitulated the clinical observation. This assay demonstrates that patients with the same histological stage and grade of cancer may vary considerably in their clinical response, suggesting that ChemoID testing which measures the sensitivity of CSLCs as well as the bulk of tumor cells to a variety of chemotherapy agents could lead to more effective and personalized anticancer treatments in the future.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Neoplasias Encefálicas/tratamiento farmacológico , Sistemas de Liberación de Medicamentos , Ependimoma/tratamiento farmacológico , Células Madre Neoplásicas/metabolismo , Adulto , Animales , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patología , Ependimoma/metabolismo , Ependimoma/patología , Femenino , Humanos , Lactante , Masculino , Ratones , Ratones Desnudos , Ensayos Antitumor por Modelo de Xenoinjerto
18.
Bioorg Med Chem ; 22(19): 5392-409, 2014 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-25155913

RESUMEN

Type II bacterial topoisomerases are well validated targets for antimicrobial chemotherapy. Novel bacterial type II topoisomerase inhibitors (NBTIs) of these targets are of interest for the development of new antibacterial agents that are not impacted by target-mediated cross-resistance with fluoroquinolones. We now disclose the optimization of a class of NBTIs towards Gram-negative pathogens, especially against drug-resistant Pseudomonas aeruginosa. Physicochemical properties (pKa and logD) were optimized for activity against P. aeruginosa and for reduced inhibition of the hERG channel. The optimized analogs 9g and 9i displayed potent antibacterial activity against P. aeruginosa, and a significantly improved hERG profile over previously reported analogs. Compound 9g showed an improved QT profile in in vivo models and lower clearance in rat over earlier compounds. The compounds show promise for the development of new antimicrobial agents against drug-resistant Pseudomonas aeruginosa.


Asunto(s)
ADN-Topoisomerasas de Tipo II/metabolismo , Pseudomonas aeruginosa/efectos de los fármacos , Inhibidores de Topoisomerasa II/farmacología , Animales , Química Física , Perros , Relación Dosis-Respuesta a Droga , Farmacorresistencia Bacteriana/efectos de los fármacos , Canales de Potasio Éter-A-Go-Go/antagonistas & inhibidores , Canales de Potasio Éter-A-Go-Go/metabolismo , Cobayas , Humanos , Ratones , Pruebas de Sensibilidad Microbiana , Estructura Molecular , Infecciones por Pseudomonas/tratamiento farmacológico , Pseudomonas aeruginosa/enzimología , Pseudomonas aeruginosa/metabolismo , Ratas , Relación Estructura-Actividad , Inhibidores de Topoisomerasa II/síntesis química , Inhibidores de Topoisomerasa II/química
19.
Antimicrob Agents Chemother ; 58(5): 2657-64, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24566174

RESUMEN

The need for new antibiotics that address serious Gram-negative infections is well recognized. Our efforts with a series of novel bacterial type II topoisomerase inhibitors (NBTIs) led to the discovery of NBTI 5463, an agent with improved activity over other NBTIs against Gram-negative bacteria, in particular against Pseudomonas aeruginosa (F. Reck, D. E. Ehmann, T. J. Dougherty, J. V. Newman, S. Hopkins, G. Stone, N. Agrawal, P. Ciaccio, J. McNulty, H. Barthlow, J. O'Donnell, K. Goteti, J. Breen, J. Comita-Prevoir, M. Cornebise, M. Cronin, C. J. Eyermann, B. Geng, G. R. Carr, L. Pandarinathan, X. Tang, A. Cottone, L. Zhao, N. Bezdenejnih-Snyder, submitted for publication). In the present work, NBTI 5463 demonstrated promising activity against a broad range of Gram-negative pathogens. In contrast to fluoroquinolones, the compound did not form a double-strand DNA cleavable complex with Escherichia coli DNA gyrase and DNA, but it was a potent inhibitor of both DNA gyrase and E. coli topoisomerase IV catalytic activities. In studies with P. aeruginosa, NBTI 5463 was bactericidal. Resistant mutants arose at a low rate, and the mutations were found exclusively in the nfxB gene, a regulator of the MexCD-OprJ efflux system. Levofloxacin-selected resistance mutations in GyrA did not result in decreased susceptibility to NBTI 5463. Animal infection studies demonstrated that NBTI 5463 was efficacious in mouse models of lung, thigh, and ascending urinary tract infections.


Asunto(s)
Antibacterianos/farmacología , Morfolinas/farmacología , Naftiridinas/farmacología , Inhibidores de Topoisomerasa II/farmacología , Girasa de ADN/metabolismo , Topoisomerasa de ADN IV/metabolismo , Escherichia coli/efectos de los fármacos , Escherichia coli/enzimología , Fluoroquinolonas/farmacología , Bacterias Gramnegativas/efectos de los fármacos , Pruebas de Sensibilidad Microbiana
20.
Lasers Surg Med ; 43(7): 705-12, 2011 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-22057498

RESUMEN

BACKGROUND AND OBJECTIVES: Photodynamic therapy (PDT) with porfimer sodium, FDA approved to treat premalignant lesions in Barrett's esophagus, causes photosensitivity for 6-8 weeks. HPPH (2-[1-hexyloxyethyl]-2-devinyl pyropheophorbide-a) shows minimal photosensitization of short duration and promising efficacy in preclinical studies. Here we explore toxicity and optimal drug and light dose with endoscopic HPPH-PDT. We also want to know the efficacy of one time treatment with HPPH-PDT. STUDY DESIGN/MATERIALS AND METHODS: Two nonrandomized dose escalation studies were performed (18 patients each) with biopsy-proven high grade dysplasia or early intramucosal adenocarcinoma of esophagus. HPPH doses ranged from 3 to 6 mg/m2 . At 24 or 48 hours after HPPH administration the lesions received one endoscopic exposure to 150, 175, or 200 J/cm of 665 nm light. RESULTS: Most patients experienced mild to moderate chest pain requiring symptomatic treatment only. Six patients experienced grade 3 and 4 adverse events (16.6%). Three esophageal strictures were treated with dilatation. No clear pattern of dose dependence of toxicities emerged. In the drug dose ranging study (light dose of 150 J/cm at 48 hours), 3 and 4 mg/m2 of HPPH emerged as most effective. In the light dose ranging study (3 or 4 mg/m2 HPPH, light at 24 hours), complete response rates (disappearance of high grade dysplasia and early carcinoma) of 72% were achieved at 1 year, with all patients treated with 3 mg/m2 HPPH plus 175 J/cm and 4 mg/m2 HPPH plus 150 J/cm showing complete responses at 1 year. CONCLUSIONS: HPPH-PDT for precancerous lesions in Barrett's esophagus appears to be safe and showing promising efficacy. Further clinical studies are required to establish the use of HPPH-PDT.


Asunto(s)
Adenocarcinoma/tratamiento farmacológico , Esófago de Barrett/complicaciones , Clorofila/análogos & derivados , Neoplasias Esofágicas/tratamiento farmacológico , Fotoquimioterapia , Fármacos Fotosensibilizantes/uso terapéutico , Lesiones Precancerosas/tratamiento farmacológico , Anciano , Anciano de 80 o más Años , Clorofila/uso terapéutico , Relación Dosis-Respuesta a Droga , Relación Dosis-Respuesta en la Radiación , Esquema de Medicación , Esofagoscopía , Femenino , Humanos , Infusiones Intravenosas , Masculino , Persona de Mediana Edad , Resultado del Tratamiento
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